Search Results for author: Armin Runge

Found 2 papers, 0 papers with code

Bosch Deep Learning Hardware Benchmark

no code implementations24 Aug 2020 Armin Runge, Thomas Wenzel, Dimitrios Bariamis, Benedikt Sebastian Staffler, Lucas Rego Drumond, Michael Pfeiffer

The widespread use of Deep Learning (DL) applications in science and industry has created a large demand for efficient inference systems.

Autonomous Driving

Automated design of error-resilient and hardware-efficient deep neural networks

no code implementations30 Sep 2019 Christoph Schorn, Thomas Elsken, Sebastian Vogel, Armin Runge, Andre Guntoro, Gerd Ascheid

It is thus desirable to exploit optimization potential for error resilience and efficiency also at the algorithmic side, e. g., by optimizing the architecture of the DNN.

Autonomous Vehicles Quantization

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